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Nils M. Kriege

  1. TUDataset: A collection of benchmark datasets for learning with graphs
    2020/07/16 by Nils M. Kriege, Morris, Christopher, Kriege, Nils M. +8 · 72 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
  2. Weisfeiler and Leman go Machine Learning: The Story so far
    2021/12/18 by Christopher G. Morris, Yaron Lipman, Morris, Christopher +13 · 10 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  3. Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
    2022/05/22 by Nils M. Kriege, Kriege, Nils M. · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Data Structures and Algorithms (cs.DS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  4. On the Complexity of Graph Edit Distance in Restricted Graph Classes
    2026/07/21 by Maximilian Limmer, Nils M. Kriege
    #cs.CC